Gunnar Mathiason

ORCID

Publication Activity (10 Years)

Years Active: 2007-2023
Publications (10 Years): 14

Top Venues

Linköping University, Sweden (PHD)

Education History

Linköping University, Sweden

PHD

Publications

H. Joe Steinhauer, Tove Helldin, Gunnar Mathiason, Alexander Karlsson
Topic modeling for anomaly detection in telecommunication networks. J. Ambient Intell. Humaniz. Comput. 14 (11) (2023)
Niclas Ståhl, Gunnar Mathiason, Juhee Bae
Utilising Data from Multiple Production Lines for Predictive Deep Learning Models. DCAI (1) (2021)
Niclas Ståhl, Gunnar Mathiason, Dellainey Alcacoas
Using Reinforcement Learning for Generating Polynomial Models to Explain Complex Data. SN Comput. Sci. 2 (2) (2021)
Niclas Ståhl, Göran Falkman, Alexander Karlsson, Gunnar Mathiason
Evaluation of Uncertainty Quantification in Deep Learning. IPMU (1) (2020)
Niclas Ståhl, Göran Falkman, Alexander Karlsson, Gunnar Mathiason, Jonas Boström
Deep Convolutional Neural Networks for the Prediction of Molecular Properties: Challenges and Opportunities Connected to the Data. J. Integr. Bioinform. 16 (1) (2019)
Niclas Ståhl, Göran Falkman, Alexander Karlsson, Gunnar Mathiason, Jonas Boström
Deep Reinforcement Learning for Multiparameter Optimization in de novo Drug Design. J. Chem. Inf. Model. 59 (7) (2019)
Niclas Ståhl, Göran Falkman, Alexander Karlsson, Gunnar Mathiason, Jonas Boström
Improving the Use of Deep Convolutional Neural Networks for the Prediction of Molecular Properties. PACBB (2018)
Niclas Ståhl, Göran Falkman, Gunnar Mathiason, Alexander Karlsson
A Self-Organizing Ensemble of Deep Neural Networks for the Classification of Data from Complex Processes. IPMU (3) (2018)
Alexander Karlsson, Denio Duarte, Gunnar Mathiason, Juhee Bae
Evaluation of the Dirichlet Process Multinomial Mixture Model for Short-Text Topic Modeling. ISCBI (2018)
Tove Helldin, H. Joe Steinhauer, Alexander Karlsson, Gunnar Mathiason
Situation Awareness in Telecommunication Networks Using Topic Modeling. FUSION (2018)
Juhee Bae, Jesper Havsol, Martin Karpefors, Alexander Karlsson, Gunnar Mathiason
Short Text Topic Modeling to Identify Trends on Wearable Bio-Sensors in Different Media Type. ISCBI (2018)
Yacine Atif, Stylianos Sergis, Demetrios G. Sampson, Gunnar Mathiason
A Cyberphysical Learning Approach for Digital Smart Citizenship Competence Development. WWW (Companion Volume) (2017)
H. Joe Steinhauer, Tove Helldin, Alexander Karlsson, Gunnar Mathiason
Topic modeling for situation understanding in telecommunication networks. ITNAC (2017)
H. Joe Steinhauer, Alexander Karlsson, Gunnar Mathiason, Tove Helldin
Root-cause localization using Restricted Boltzmann Machines. FUSION (2016)
Gunnar Mathiason, Sten F. Andler, Sang Hyuk Son
Virtual Full Replication by Adaptive Segmentation. RTCSA (2007)

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Publication Activity (10 Years)

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Gunnar Mathiason